TODO.md Triage Instructions

What's New

TODO.md now contains two major sections ready for triage:

Feature Gaps & Limitations — 40+ specific gaps identified in the codebase
UOK Self-Evolution Research — 10 prioritized improvements for SF's self-evolution capabilities

How to Triage

When you have Node 26.1.0+ available:

cd /home/mhugo/code/singularity-forge

# Run the triage command
sf todo triage

# Or if using npm/nvm
nvm use 26
npm exec sf -- todo triage

What Triage Does

The triage tool will:

Parse TODO.md
Extract items into structured .sf/triage/ artifacts
Propose categorization and priorities
Show you a review interface
Either commit to backlog or reset TODO.md to empty dump inbox

Key Items to Watch For

The UOK Self-Evolution section has 3 high-impact quick wins (8-10 days total):

Close self-report feedback loop [9/10 impact, 2-3 days]
Activate continuous model learning [8/10 impact, 3-4 days]
Automate knowledge injection [7/10 impact, 2-3 days]

These should be prioritized if you want to activate SF's learning loop.

Full Research Report

See: /home/mhugo/snap/copilot-cli/38/.copilot/session-state/2514fa98-076d-48d2-a1f9-c3fd77c4a82a/research/is-our-uok-the-best-for-a-self-evolving-coder-what.md

This contains:

Executive summary
Detailed analysis of UOK implementation vs. documentation
10 improvement suggestions with feasibility assessment
Competitive analysis (vs. other orchestration systems)
15+ citations to code and design docs

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